Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc tss_max percent_deviance_explained
rf 0.9709143 0.9336522 0.4599206
bt 0.9100281 0.7529974 0.5122946
maxnet 0.8262935 0.5070614 NA
gam 0.7678312 0.4491484 0.1025310
glm 0.7350936 0.4118541 0.0572612

Variable Importance

Partial Dependence